proteinsolver
Graph neural network for generating novel amino acid sequences that fold into proteins with predetermined topologies.
파일 탐색기
최종 버전 다운로드 (.zip)- meta.yaml
- 1n5uA03-distance-matrix.txt
- Dockerfile
- entrypoint.sh
- favicon.ico
- README.md
- folder-solid.svg
- style.css
- index.html
- download_docs.py
- download_docs.sh
- README.md
- Dockerfile
- e53-s1952148-d93703104.state
- custom.css
- acknowledgements.svg
- class.rst
- module.rst
- design-1n5u.pdf
- design-1n5u.png
- design-1n5u.svg
- design-4beu.pdf
- design-4beu.png
- design-4beu.svg
- design-4unu.pdf
- design-4unu.png
- design-4unu.svg
- design-4z8j.pdf
- design-4z8j.png
- design-4z8j.svg
- figure-s1.pdf
- figure-s1.png
- figure-s1.svg
- figure-s2.pdf
- figure-s2.png
- figure-s2.svg
- figure2-cellsys.pdf
- figure2-cellsys.png
- figure2-cellsys.svg
- figure2.pdf
- figure2.png
- figure2.svg
- overview.pdf
- overview.png
- overview.svg
- correlations_with_designs.pdf
- correlations_with_designs.png
- correlations_with_designs.svg
- correlations_with_mutations.pdf
- correlations_with_mutations.svg
- correlations_with_designs.pdf
- correlations_with_designs.png
- correlations_with_designs.svg
- correlations_with_mutations.pdf
- correlations_with_mutations.svg
- reference-vs-design-secondary-structure-from-cd.pdf
- reference-vs-design-secondary-structure-from-cd.png
- reference-vs-design-secondary-structure-from-cd.svg
- pairwise-alignment-wprops-1n5uA03.pdf
- pairwise-alignment-wprops-1n5uA03.png
- pairwise-alignment-wprops-1n5uA03.svg
- pairwise-alignment-wprops-4beuA02.pdf
- pairwise-alignment-wprops-4beuA02.png
- pairwise-alignment-wprops-4beuA02.svg
- combined-design-evaluation.pdf
- combined-design-evaluation.png
- combined-design-evaluation.svg
- combined-mutation-evaluation.pdf
- combined-mutation-evaluation.png
- combined-mutation-evaluation.svg
- gapf-design-correlations.pdf
- gapf-design-correlations.png
- gapf-design-correlations.svg
- gapf-mutation-correlations.pdf
- gapf-mutation-correlations.png
- gapf-mutation-correlations.svg
- legend.pdf
- legend.png
- legend.svg
- legend2.pdf
- legend2.png
- legend2.svg
- protherm-correlations.pdf
- protherm-correlations.png
- protherm-correlations.svg
- rocklin-2017-mutation-correlations.pdf
- rocklin-2017-mutation-correlations.png
- rocklin-2017-mutation-correlations.svg
- 1n5uA03-adjacency.pdf
- 1n5uA03-adjacency.png
- 1n5uA03-adjacency.svg
- 1n5uA03-hexbin-expectimax.svg
- 1n5uA03-weblogo-0.pdf
- 1n5uA03-weblogo-0.svg
- 1n5uA03-weblogo-gen-0.svg
- 1n5uA03-weblogo-wt-0.svg
- 4beuA02-adjacency.png
- 4beuA02-adjacency.svg
- 4beuA02-hexbin-expectimax.svg
- 4beuA02-weblogo-0.pdf
- 4beuA02-weblogo-0.svg
- 4beuA02-weblogo-110.pdf
- 4beuA02-weblogo-110.svg
- 4beuA02-weblogo-gen-0.svg
- 4beuA02-weblogo-gen-110.svg
- 4beuA02-weblogo-wt-0.svg
- 4beuA02-weblogo-wt-110.svg
- 4unuA00-adjacency.png
- 4unuA00-adjacency.svg
- 4unuA00-hexbin-expectimax.svg
- 4unuA00-weblogo-0.pdf
- 4unuA00-weblogo-0.svg
- 4unuA00-weblogo-gen-0.svg
- 4unuA00-weblogo-wt-0.svg
- 4z8jA00-adjacency.png
- 4z8jA00-adjacency.svg
- 4z8jA00-hexbin-expectimax.svg
- 4z8jA00-weblogo-0.pdf
- 4z8jA00-weblogo-0.svg
- 4z8jA00-weblogo-gen-0.svg
- 4z8jA00-weblogo-wt-0.svg
- hexbin-expectimax-1n5uA03.svg
- hexbin-expectimax-4beuA02.svg
- hexbin-expectimax-4unuA00.svg
- hexbin-expectimax-4z8jA00.svg
- sequence-identity-vs-proba-1n5uA03.pdf
- sequence-identity-vs-proba-1n5uA03.png
- sequence-identity-vs-proba-1n5uA03.svg
- sequence-identity-vs-proba-4beuA02.pdf
- sequence-identity-vs-proba-4beuA02.png
- sequence-identity-vs-proba-4beuA02.svg
- sequence-identity-vs-proba-4unuA00.pdf
- sequence-identity-vs-proba-4unuA00.png
- sequence-identity-vs-proba-4unuA00.svg
- sequence-identity-vs-proba-4z8jA00.pdf
- sequence-identity-vs-proba-4z8jA00.png
- sequence-identity-vs-proba-4z8jA00.svg
- sudoku-adjacency.pdf
- sudoku-adjacency.png
- sudoku-adjacency.svg
- residue-probabilities-rl35.pdf
- residue-probabilities-rl35.png
- residue-probabilities-rl35.svg
- sequence-identities.pdf
- sequence-identities.png
- sequence-identities.svg
- modeller-and-rosetta-score-distributions-1n5u.pdf
- modeller-and-rosetta-score-distributions-1n5u.png
- modeller-and-rosetta-score-distributions-1n5u.svg
- modeller-and-rosetta-score-distributions-4beu.pdf
- modeller-and-rosetta-score-distributions-4beu.png
- modeller-and-rosetta-score-distributions-4beu.svg
- modeller-and-rosetta-score-distributions-4unu.pdf
- modeller-and-rosetta-score-distributions-4unu.png
- modeller-and-rosetta-score-distributions-4unu.svg
- modeller-and-rosetta-score-distributions-4z8j.pdf
- modeller-and-rosetta-score-distributions-4z8j.png
- modeller-and-rosetta-score-distributions-4z8j.svg
- modeller-and-rosetta-score-distributions-5vid.pdf
- modeller-and-rosetta-score-distributions-5vid.png
- modeller-and-rosetta-score-distributions-5vid.svg
- modeller-and-rosetta-score-distributions-5vli.pdf
- modeller-and-rosetta-score-distributions-5vli.png
- modeller-and-rosetta-score-distributions-5vli.svg
- modeller-and-rosetta-score-distributions-5vmr.pdf
- modeller-and-rosetta-score-distributions-5vmr.png
- modeller-and-rosetta-score-distributions-5vmr.svg
- modeller-and-rosetta-score-distributions.pdf
- modeller-and-rosetta-score-distributions.png
- modeller-and-rosetta-score-distributions.svg
- molpdb-scores-1n5u.svg
- molpdb-scores-4beu.svg
- molpdb-scores-4unu.svg
- molpdb-scores-4z8j.svg
- quark-aligned-1n5uA03.png
- quark-aligned-4beuA02.png
- screenshot.png
- model1.png
- model2.png
- model3.png
- model4.png
- model5.png
- superimpositionImage.png
- model1.png
- model2.png
- model3.png
- model4.png
- model5.png
- model1.png
- model2.png
- model3.png
- model4.png
- model5.png
- model1.png
- model2.png
- model3.png
- model4.png
- model5.png
- quark-aligned-1n5u.png
- quark-aligned-4beu.png
- quark-aligned-4unu.png
- quark-aligned-4z8j.png
- 1n5uA03-rl100-avg-logprog.pdf
- 1n5uA03-rl100-avg-logprog.png
- 1n5uA03-rl100-avg-logprog.svg
- 1n5uA03-rl100-profile-logo.pdf
- 1n5uA03-rl100-profile-logo.png
- 1n5uA03-rl100-profile-logo.svg
- 1n5uA03-rl100-seq-identity.pdf
- 1n5uA03-rl100-seq-identity.png
- 1n5uA03-rl100-seq-identity.svg
- 1n5uA03-rl35-profile-logo.pdf
- 1n5uA03-rl35-profile-logo.png
- 1n5uA03-rl35-profile-logo.svg
- 1n5uA03-rl60-profile-logo.pdf
- 1n5uA03-rl60-profile-logo.png
- 1n5uA03-rl60-profile-logo.svg
- 1n5uA03-rl95-profile-logo.pdf
- 1n5uA03-rl95-profile-logo.png
- 1n5uA03-rl95-profile-logo.svg
- 1n5uA03_accuracy.svg
- 4beuA02-rl100-profile-logo.pdf
- 4beuA02-rl100-profile-logo.png
- 4beuA02-rl100-profile-logo.svg
- 4beuA02-rl35-profile-logo.pdf
- 4beuA02-rl35-profile-logo.png
- 4beuA02-rl35-profile-logo.svg
- 4beuA02-rl60-profile-logo.pdf
- 4beuA02-rl60-profile-logo.png
- 4beuA02-rl60-profile-logo.svg
- 4beuA02-rl95-profile-logo.pdf
- 4beuA02-rl95-profile-logo.png
- 4beuA02-rl95-profile-logo.svg
- 4unuA00-rl100-profile-logo.pdf
- 4unuA00-rl100-profile-logo.png
- 4unuA00-rl100-profile-logo.svg
- 4unuA00-rl35-profile-logo.pdf
- 4unuA00-rl35-profile-logo.png
- 4unuA00-rl35-profile-logo.svg
- 4unuA00-rl60-profile-logo.pdf
- 4unuA00-rl60-profile-logo.png
- 4unuA00-rl60-profile-logo.svg
- 4unuA00-rl95-profile-logo.pdf
- 4unuA00-rl95-profile-logo.png
- 4unuA00-rl95-profile-logo.svg
- 4z8jA00-rl100-profile-logo.pdf
- 4z8jA00-rl100-profile-logo.png
- 4z8jA00-rl100-profile-logo.svg
- 4z8jA00-rl35-profile-logo.pdf
- 4z8jA00-rl35-profile-logo.png
- 4z8jA00-rl35-profile-logo.svg
- 4z8jA00-rl60-profile-logo.pdf
- 4z8jA00-rl60-profile-logo.png
- 4z8jA00-rl60-profile-logo.svg
- 4z8jA00-rl95-profile-logo.pdf
- 4z8jA00-rl95-profile-logo.png
- 4z8jA00-rl95-profile-logo.svg
- avg-logprog-1n5uA03-rl100.pdf
- avg-logprog-1n5uA03-rl100.png
- avg-logprog-1n5uA03-rl100.svg
- ingraham-1n5uA03-accuracy.svg
- 1n5uA03-avg-logprog-rl100.pdf
- 1n5uA03-avg-logprog-rl100.png
- 1n5uA03-avg-logprog-rl100.svg
- 1n5uA03-avg-logprog-rl35.pdf
- 1n5uA03-avg-logprog-rl35.png
- 1n5uA03-avg-logprog-rl35.svg
- 1n5uA03-avg-logprog-rl60.pdf
- 1n5uA03-avg-logprog-rl60.png
- 1n5uA03-avg-logprog-rl60.svg
- 1n5uA03-avg-logprog-rl95.pdf
- 1n5uA03-avg-logprog-rl95.png
- 1n5uA03-avg-logprog-rl95.svg
- 1n5uA03-ingraham-seq-identity.pdf
- 1n5uA03-ingraham-seq-identity.png
- 1n5uA03-ingraham-seq-identity.svg
- 1n5uA03-seq-identity.pdf
- 1n5uA03-seq-identity.png
- 1n5uA03-seq-identity.svg
- 4beuA02-avg-logprog-rl100.pdf
- 4beuA02-avg-logprog-rl100.png
- 4beuA02-avg-logprog-rl100.svg
- 4beuA02-avg-logprog-rl35.pdf
- 4beuA02-avg-logprog-rl35.png
- 4beuA02-avg-logprog-rl35.svg
- 4beuA02-avg-logprog-rl60.pdf
- 4beuA02-avg-logprog-rl60.png
- 4beuA02-avg-logprog-rl60.svg
- 4beuA02-avg-logprog-rl95.pdf
- 4beuA02-avg-logprog-rl95.png
- 4beuA02-avg-logprog-rl95.svg
- 4beuA02-ingraham-seq-identity.pdf
- 4beuA02-ingraham-seq-identity.png
- 4beuA02-ingraham-seq-identity.svg
- 4beuA02-seq-identity.pdf
- 4beuA02-seq-identity.png
- 4beuA02-seq-identity.svg
- 4unuA00-avg-logprog-rl100.pdf
- 4unuA00-avg-logprog-rl100.png
- 4unuA00-avg-logprog-rl100.svg
- 4unuA00-avg-logprog-rl35.pdf
- 4unuA00-avg-logprog-rl35.png
- 4unuA00-avg-logprog-rl35.svg
- 4unuA00-avg-logprog-rl60.pdf
- 4unuA00-avg-logprog-rl60.png
- 4unuA00-avg-logprog-rl60.svg
- 4unuA00-avg-logprog-rl95.pdf
- 4unuA00-avg-logprog-rl95.png
- 4unuA00-avg-logprog-rl95.svg
- 4unuA00-ingraham-seq-identity.pdf
- 4unuA00-ingraham-seq-identity.png
- 4unuA00-ingraham-seq-identity.svg
- 4unuA00-seq-identity.pdf
- 4unuA00-seq-identity.png
- 4unuA00-seq-identity.svg
- 4z8jA00-avg-logprog-rl100.pdf
- 4z8jA00-avg-logprog-rl100.png
- 4z8jA00-avg-logprog-rl100.svg
- 4z8jA00-avg-logprog-rl35.pdf
- 4z8jA00-avg-logprog-rl35.png
- 4z8jA00-avg-logprog-rl35.svg
- 4z8jA00-avg-logprog-rl60.pdf
- 4z8jA00-avg-logprog-rl60.png
- 4z8jA00-avg-logprog-rl60.svg
- 4z8jA00-avg-logprog-rl95.pdf
- 4z8jA00-avg-logprog-rl95.png
- 4z8jA00-avg-logprog-rl95.svg
- 4z8jA00-ingraham-seq-identity.pdf
- 4z8jA00-ingraham-seq-identity.png
- 4z8jA00-ingraham-seq-identity.svg
- 4z8jA00-seq-identity.pdf
- 4z8jA00-seq-identity.png
- 4z8jA00-seq-identity.svg
- ingraham-1n5uA03-accuracy.svg
- residue-probabilities-rl35.pdf
- residue-probabilities-rl35.png
- residue-probabilities-rl35.svg
- sequence-identities.pdf
- sequence-identities.png
- sequence-identities.svg
- 1n5uA03-adjacency.svg
- 1n5uA03-hexbin.svg
- 1n5uA03-weblogo-gen.svg
- 1n5uA03-weblogo-wt.svg
- 4beuA02-adjacency.svg
- 4beuA02-hexbin.svg
- 4beuA02-weblogo-gen.svg
- 4beuA02-weblogo-wt.svg
- 4unuA00-adjacency.svg
- 4unuA00-hexbin.svg
- 4unuA00-weblogo-gen.svg
- 4unuA00-weblogo-wt.svg
- 4z8jA00-adjacency.svg
- 4z8jA00-hexbin.svg
- 4z8jA00-weblogo-gen.svg
- 4z8jA00-weblogo-wt.svg
- correlations_with_designs.pdf
- correlations_with_designs.png
- correlations_with_designs.svg
- correlations_with_mutations.pdf
- correlations_with_mutations.svg
- protherm_all.pdf
- protherm_all.svg
- test-incremental_kde.pdf
- test-incremental_kde.svg
- test-oneshot_incremental.pdf
- test-oneshot_incremental.svg
- 0007604c-training-curve.svg
- 191f05de-perplexity.svg
- 191f05de-protherm-all.svg
- 191f05de-test-incremental-kde.svg
- 191f05de-test-oneshot-incremental.svg
- 191f05de-training-curve.svg
- 91fc9ab9-protherm-all.svg
- 91fc9ab9-training-curve.svg
- oldxxx-perplexity.svg
- oldxxx-protherm-all.svg
- oldxxx-test-incremental_kde.svg
- oldxxx-test-oneshot-incremental.svg
- protherm-all.svg
- protherm_all.pdf
- protherm_all.png
- protherm_all.svg
- test-incremental-kde.svg
- test-incremental.pdf
- test-incremental.png
- test-incremental.svg
- test-incremental_kde.pdf
- test-incremental_kde.png
- test-incremental_kde.svg
- test-oneshot-incremental.svg
- test-oneshot.pdf
- test-oneshot.png
- test-oneshot.svg
- test-oneshot_incremental.pdf
- test-oneshot_incremental.png
- test-oneshot_incremental.svg
- training-curve.svg
- training_curve.pdf
- training_curve.png
- training_curve.svg
- 1n5uA03-adjacency.svg
- 1n5uA03-hexbin.svg
- 1n5uA03-weblogo-gen.svg
- 1n5uA03-weblogo-wt.svg
- gells-1n5u.png
- Figure1_2_ProtParam_mod.pdf
- Figure1_2_ProtParam_mod.png
- Figure1_2_ProtParam_mod.svg
- csps-protein-design.svg
- protein-structure.png
- protein-structure.svg
- dashboard-with-labels.pdf
- dashboard-with-labels.png
- dashboard-with-labels.svg
- 4264619e-training-curve.svg
- c8de7e56-test-incremental.svg
- c8de7e56-test-oneshot-incremental.svg
- c8de7e56-test-oneshot.svg
- c8de7e56-training-curve.svg
- c8de7e56-validation-incremental.svg
- c8de7e56-validation-oneshot-incremental.svg
- c8de7e56-validation-oneshot.svg
- sudoku_adjacency.pdf
- sudoku_adjacency.png
- sudoku_adjacency.svg
- sudoku_error_0.png
- sudoku_error_0.svg
- sudoku_error_1.png
- sudoku_error_1.svg
- sudoku_error_2.png
- sudoku_error_2.svg
- sudoku_error_3.png
- sudoku_error_3.svg
- test-incremental-probas.pdf
- test-incremental-probas.png
- test-incremental-probas.svg
- test-incremental.pdf
- test-incremental.png
- test-incremental.svg
- test-oneshot.pdf
- test-oneshot.png
- test-oneshot.svg
- test-oneshot_incremental.pdf
- test-oneshot_incremental.png
- test-oneshot_incremental.svg
- training_curve.pdf
- training_curve.png
- training_curve.svg
- validation-incremental.pdf
- validation-incremental.png
- validation-incremental.svg
- validation-oneshot.pdf
- validation-oneshot.png
- validation-oneshot.svg
- authors.md
- conf.py
- deployment.md
- index.rst
- installation.md
- make.bat
- Makefile
- modules.rst
- readme.md
- requirements.txt
- usage.md
- rocklin_2017_ssm2_cartesian_ddg.parquet
- rocklin_2017_ssm2_ddg_monomer.parquet
- GAPF_design_RUE_wt.csv
- protherm_design_wt_RUE.csv
- e12-s1652709-d6610836.state
- 1n5uA03.pdb
- 4beuA02.pdb
- 4unuA00.pdb
- 4z8jA00.pdb
- 1n5uA03-weblogo-gen.svg
- 1n5uA03-weblogo-wt.svg
- 01_generate_difficult_sudokus.ipynb
- 01_protein_interaction_dataset.ipynb
- 02_generate_difficult_sudokus.ipynb
- 02_prepare_dataset_beam.ipynb
- 02_prepare_dataset_manual.ipynb
- 04_protein_train.ipynb
- 04_sudoku_train-0a0fcd1d.ipynb
- 04_sudoku_train-4182ca3e.ipynb
- 04_sudoku_train-4264619e.ipynb
- 04_sudoku_train-5f2949e5.ipynb
- 04_sudoku_train-9236f2b7.ipynb
- 04_sudoku_train-94adb904.ipynb
- 04_sudoku_train.ipynb
- 04_sudoku_train_03.ipynb
- 05_select_best_model.ipynb
- 06_global_analysis_of_protein_folding_mutation.ipynb
- 06_global_analysis_of_protein_folding_stability.ipynb
- 06_predict_mutation_effect_timing.ipynb
- 06_protein_analysis.ipynb
- 06_sudoku_analysis.ipynb
- 07_protein_analysis_bestsel.ipynb
- 07_protein_analysis_figures.ipynb
- 10_generate_protein_sequences.ipynb
- 10_generate_protein_sequences_timing.ipynb
- 11_analyze_generated_sequences.ipynb
- 16_david_analysis.ipynb
- 16_david_analysis_quark.ipynb
- 16_protein_analysis_experimental.ipynb
- 17_profile_recovery.ipynb
- 18_profile_recovery.ipynb
- 18_profile_recovery_combined.ipynb
- 20_protein_demo.ipynb
- 20_sudoku_demo.ipynb
- 30_design_dashboard.ipynb
- 30_sudoku_dashboard.ipynb
- xx_graphic_abstract.ipynb
- __init__.py
- download_button.py
- gpu_status.py
- helper.py
- msa_view.py
- ps_process.py
- run_proteinsolver.py
- state.py
- structure.py
- target_selection.py
- 1n5uA03.pdb
- 3fndA02.pdb
- 4beuA02.pdb
- 4unuA00.pdb
- 4z8jA00.pdb
- 5vli02.pdb
- __init__.py
- download.py
- graph_labeling.py
- nqueens.py
- protein.py
- protein_interaction.py
- protein_v2.py
- sudoku.py
- sudoku_v2.py
- __init__.py
- proteinnet.py
- __init__.py
- activation.py
- edge_conv_mod.py
- functional.py
- __init__.py
- modeller_score.py
- rosetta_score.py
- __init__.py
- common.py
- compression.py
- network.py
- protein_design.py
- protein_sequence.py
- protein_structure.py
- scatter.py
- sudoku.py
- __init__.py
- settings.py
- collect_figures.sh
- run_notebook_cpu.sh
- run_notebook_gpu.sh
- sugen.c
- test_functional.py
- test_protein_design.py
- test_protein_structure.py
- test_sudoku.py
- test_sudoku.yaml
- test_attributes.py
- .cookiecutter.yaml
- .editorconfig
- .gitattributes
- .gitignore
- .gitlab-ci.yml
- .markdownlint.json
- .pre-commit-config.yaml
- .prettierrc.yaml
- LICENSE
- pyproject.toml
- README.md
- setup.cfg
- setup.py
// repository documentation
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